adweek, Twitter, 7/30/2021 7:59:21 PM, 259184


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adweek_2021-07-30_10-11-14.xlsx
adweek_2021-07-30_10-11-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 30, 2021
Short Description:
adweek via NodeXL https://bit.ly/3zSjg7R
@adweek
@oshkoshbgosh
@marshawright
@sudeepkhatri
@blkhwk0ps
@stephenlepitak
@rosieveggdn
@aclaysuper
@deanobeidallah
@markstenberg3

Top hashtags:
#marketing
#adweeknextech
#socialmedia
#advertising
#influencermarketing

Description:
Description
The graph represents a network of 4,064 Twitter users whose tweets in the requested range contained "adweek", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 30 July 2021 at 17:21 UTC.

The requested start date was Friday, 30 July 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 9-day, 5-hour, 10-minute period from Tuesday, 20 July 2021 at 18:46 UTC to Thursday, 29 July 2021 at 23:56 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 4064
Unique Edges : 4422
Edges With Duplicates : 9709
Total Edges : 14131
Number of Edge Types : 5
Replies to : 730
Mentions : 3742
MentionsInRetweet : 4080
Retweet : 2292
Tweet : 3287
Self-Loops : 3309
Reciprocated Vertex Pair Ratio : 0.0577762848505207
Reciprocated Edge Ratio : 0.109241028898063
Connected Components : 763
Single-Vertex Connected Components : 583
Maximum Vertices in a Connected Component : 2896
Maximum Edges in a Connected Component : 11469
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.022567
Graph Density : 0.000381418834459623
Modularity : 0.354577
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,064 Twitter users whose tweets in the requested range contained "adweek", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 30 July 2021 at 17:21 UTC.

The requested start date was Friday, 30 July 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 9-day, 5-hour, 10-minute period from Tuesday, 20 July 2021 at 18:46 UTC to Thursday, 29 July 2021 at 23:56 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : adweek
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[47] https://www.adweek.com/creativity/netflix-stunt-brings-horror-movie-to-life-on-the-streets-of-milan/
[43] https://www.adweek.com/performance-marketing/meet-the-winners-of-the-2021-adweek-readers-choice-best-of-tech-partner-awards/
[42] https://www.adweek.com/media/twitter-sees-165-jump-in-daily-tweets-about-olympics-during-opening-weekend/
[42] https://www.adweek.com/creativity/taco-bells-nacho-fries-get-a-high-octane-anime-trailer-announcing-their-return/
[42] https://event.adweek.com/nextech-2021/
[35] https://www.adweek.com/brand-marketing/tiktok-spark-ads-marketing-strategy/
[35] https://www.adweek.com/performance-marketing/the-first-rule-of-personalization-how-to-not-annoy-the-customer/
[33] https://www.adweek.com/creativity/apples-new-shot-on-iphone-ads-want-you-to-take-pet-portraits-like-a-pro/
[28] https://www.adweek.com/creativity/dicks-sporting-goods-support-local-athletes-olympic-tie-in-ad/
[26] https://www.adweek.com/performance-marketing/how-pandemic-accelerated-restaurants-digital-transformation/

Top URLs in Tweet in G1:
[41] https://event.adweek.com/nextech-2021/
[33] https://www.adweek.com/creativity/netflix-stunt-brings-horror-movie-to-life-on-the-streets-of-milan/
[13] https://www.adweek.com/media/tiktok-dives-deep-into-its-defining-spheres-of-influence-sound-and-culture/
[13] https://www.adweek.com/media/twitter-sees-165-jump-in-daily-tweets-about-olympics-during-opening-weekend/
[13] https://www.youtube.com/watch?v=DBMVOaSaBnA&utm_source=TWITTER-&utm_medium=rose&utm_campaign=Sprinklr+Advocacy

[11] https://www.adweek.com/performance-marketing/meet-the-winners-of-the-2021-adweek-readers-choice-best-of-tech-partner-awards/
[7] https://www.adweek.com/creativity/taco-bells-nacho-fries-get-a-high-octane-anime-trailer-announcing-their-return/
[7] https://www.adweek.com/creativity/ai-tool-shows-how-machine-learning-could-make-video-editing-more-efficient/
[7] https://www.adweek.com/creativity/durex-billboards-celebrate-sexual-freedom-after-lockdown/
[7] https://event.adweek.com/nextech-2021

Top URLs in Tweet in G2:
[17] https://www.adweek.com/brand-marketing/tiktok-spark-ads-marketing-strategy/
[16] https://tweetedtimes.com/v/296?s=tnp
[13] https://www.adweek.com/social-marketing/linkedin-marketing-labs-kicks-off-free-certification-program/
[11] https://www.adweek.com/media/facebook-bolsters-social-media-marketing-professional-certificate-program/
[11] https://www.adweek.com/creativity/dicks-sporting-goods-support-local-athletes-olympic-tie-in-ad/
[11] https://www.adweek.com/performance-marketing/meet-the-winners-of-the-2021-adweek-readers-choice-best-of-tech-partner-awards/
[9] https://www.adweek.com/inside-the-brand/gamer-label-is-outdated-says-electronic-arts-vp-of-brand/
[8] https://www.adweek.com/media/nfts-2-0-whats-next/
[7] https://www.adweek.com/social-marketing/emarketer-sees-33-6-jump-in-us-influencer-marketing-spend-in-2021/
[7] https://www.adweek.com/media/snap-inc-posts-best-quarter-in-4-years-with-revenue-up-116-year-over-year/

Top URLs in Tweet in G3:
[18] https://www.adweek.com/media/twitter-sees-165-jump-in-daily-tweets-about-olympics-during-opening-weekend/
[10] https://www.adweek.com/creativity/apples-new-shot-on-iphone-ads-want-you-to-take-pet-portraits-like-a-pro/
[4] https://www.adweek.com/creativity/how-lil-nas-x-turned-a-legal-battle-with-nike-into-an-ad-strategy-for-industry-baby/
[4] https://www.adweek.com/brand-marketing/popeyes-debuts-its-first-nuggets-and-declares-an-end-to-the-chicken-wars/
[3] https://www.adweek.com/convergent-tv/hbo-max-adds-nearly-3-million-subscribers-finds-footing/
[3] https://www.adweek.com/convergent-tv/ted-lasso-and-us-soccer-team-up-ahead-of-season-2-and-tokyo-olympics/
[3] https://twitter.com/bsocialplus/status/1417886776895578115?s=20
[2] https://www.adweek.com/performance-marketing/meet-the-winners-of-the-2021-adweek-readers-choice-best-of-tech-partner-awards/
[2] https://www.adweek.com/convergent-tv/vab-asks-media-rating-council-to-axe-nielsen-accreditation-escalating-feud/
[2] https://www.adweek.com/tvnewser/for-the-first-time-in-its-69-year-history-today-show-will-air-at-11-a-m-et-on-friday/484002/

Top URLs in Tweet in G4:
[3] https://www.adweek.com/creativity/clothing-waste-engulfs-city-vanish-sustainability/
[3] https://twitter.com/cindygallop/status/1411675377789984769
[3] https://okt.to/M3htNV
[3] https://www.adweek.com/agencyspy/revolving-door-roundup-cramer-krasselt-mojo-supermarket-mother-and-more/173113/
[3] https://www.adweek.com/agencyspy/dong-draper-releases-the-dong-list-that-ranks-40-agencies/173244/
[2] https://www.adweek.com/programmatic/ceo-mark-read-discusses-wpps-data-focused-shift-toward-a-new-digital-age/
[2] https://www.adweek.com/agencies/dont-duck-it-ipa-president-julian-douglas-message-on-industry-assault-and-harassment/
[2] https://www.adweek.com/brand-marketing/brands-must-step-up-at-the-olympics-as-diversity-equity-and-inclusivity-advocates/
[2] https://www.adweek.com/brand-marketing/carla-hassan-jpmorgan-chase-new-cmo/
[2] https://zoescaman.substack.com/p/mad-men-furious-women

Top URLs in Tweet in G5:
[3] https://www.adweek.com/brand-marketing/oshkosh-pop-culture-back-to-school-campaign/amp/
[2] https://twitter.com/adweek/status/1418718834207428609
[1] https://twitter.com/Adweek/status/1418643258717179904
[1] https://twitter.com/adweek/status/1418643258717179904
[1] https://twitter.com/Adweek/status/1417333594704556045
[1] https://twitter.com/Adweek/status/1417458030141186057

Top URLs in Tweet in G6:
[4] https://www.adweek.com/tvnewser/for-the-first-time-in-its-69-year-history-today-show-will-air-at-11-a-m-et-on-friday/484002/
[4] https://www.adweek.com/tvspy/fox-dc-debuts-new-building-and-new-studio/233331/
[3] https://www.adweek.com/tvspy/another-la-anchor-returns-to-houston/233217/
[2] https://www.adweek.com/tvnewser/pbs-vice-news-tonight-lead-42nd-annual-news-documentary-emmys-nominations/484498/
[2] http://adweek.us/n-8nQr67
[2] https://www.adweek.com/tvnewser/here-are-most-watched-cable-networks-of-july-2021/484175/
[2] https://www.adweek.com/tvnewser/maria-taylor-joins-nbc-sports/484118/
[2] https://www.adweek.com/tvnewser/july-21-fox-news-ratings-the-most-watched-cable-network-gains-demo-viewers-from-june-but-is-down-from-prior-july/484171/
[2] http://adweek.us/nhp6i2gu
[2] http://adweek.us/T4Yv6ACl

Top URLs in Tweet in G7:
[8] https://www.adweek.com/commerce/tech-platform-introduces-online-store-for-buying-and-selling-data/
[7] https://twitter.com/i/spaces/1eaJbnNWzjdJX
[6] https://www.adweek.com/brand-marketing/anthony-bourdain-controversy-ai-generated-content/?utm_content=buffer41e64&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.adweek.com/brand-marketing/tiktok-spark-ads-marketing-strategy/
[5] https://twitter.com/i/spaces/1LyxBdqYZPLGN
[4] https://www.adweek.com/commerce/ecommerce-tools-every-digital-business-owner-should-use/
[3] https://www.adweek.com/performance-marketing/how-pandemic-accelerated-restaurants-digital-transformation/
[3] https://www.adweek.com/media/into-the-metaverse-facebook-reality-labs-forms-a-new-product-team/
[2] https://www.adweek.com/commerce/megan-thee-stallion-revlon-makeup-line-stockx/
[2] https://www.adweek.com/commerce/emerging-tech-tips-for-marketers/

Top URLs in Tweet in G8:
[6] https://www.adweek.com/agencies/ipg-pandemic-growth-q2/
[5] https://event.adweek.com/nextech-2021/begin
[5] https://www.adweek.com/performance-marketing/meet-the-winners-of-the-2021-adweek-readers-choice-best-of-tech-partner-awards/
[3] https://event.adweek.com/nextech-2021
[2] https://twitter.com/Adweek/status/1419678227442851843
[1] https://twitter.com/Adweek/status/1419708205362462723
[1] https://www.adweek.com/programmatic/ipg-announces-it-will-join-uid2-as-its-first-closed-operator/
[1] https://twitter.com/Adweek/status/1419669678717378563
[1] https://www.adweek.com/programmatic/teads-delays-its-ipo-plans/
[1] https://www-adweek-com.cdn.ampproject.org/c/s/www.adweek.com/programmatic/ipg-announces-it-will-join-uid2-as-its-first-closed-operator/amp/

Top URLs in Tweet in G9:
[20] https://www.adweek.com/creativity/taco-bells-nacho-fries-get-a-high-octane-anime-trailer-announcing-their-return/
[4] https://pizzahutofpain.com/
[3] https://www.change.org/p/yum-brands-yum-brands-kfc-taco-bell-pizza-hut-the-habit-stop-supporting-animal-abuse?utm_source=share_petition&utm_medium=custom_url&recruited_by_id=2a068fb6-ef40-44d6-8d8c-c0fb23bf099f
[2] https://www.adweek.com/brand-marketing/pizza-hut-streetwear-collection/
[2] https://www.adweek.com/brand-marketing/eat-a-meat-free-pizza-or-a-man-clarence-the-lion-has-a-decision-to-make/
[2] https://twitter.com/Adweek/status/1418326236900823042
[2] https://www.youtube.com/watch?v=clCyoxMxwrI&feature=youtu.be

[2] https://twitter.com/adweek/status/1418409447278497796
[1] https://twitter.com/adweek/status/1420232685851664384
[1] https://twitter.com/adweek/status/1418625600819015686

Top URLs in Tweet in G10:
[6] https://www.adweek.com/convergent-tv/hbo-max-snapchat-sample-original-shows/
[5] https://www.adweek.com/creativity/ai-tool-shows-how-machine-learning-could-make-video-editing-more-efficient/
[5] https://www.adweek.com/performance-marketing/how-deep-learning-ai-can-transform-challenger-brands-into-cutting-edge-leaders/
[4] https://www.adweek.com/media/google-updates-cookie-crackdown-timeline/
[4] https://www.adweek.com/creativity/victorian-style-bus-shelters-scented-with-roses-and-cucumber-to-sell-gin/
[4] https://www.adweek.com/brand-marketing/eat-a-meat-free-pizza-or-a-man-clarence-the-lion-has-a-decision-to-make/
[4] https://www.adweek.com/agencies/brands-must-actively-combat-burnout-as-they-move-to-hybrid-work/
[3] https://www.adweek.com/convergent-tv/streaming-services-bingeing-sports-rights-deals/
[3] https://www.adweek.com/media/global-internet-forum-to-counter-terrorism-expands-scope-of-its-database/
[3] https://www.adweek.com/creativity/clothing-waste-engulfs-city-vanish-sustainability/

Top Domains
Top Domains in Tweet in Entire Graph:
[4088] adweek.com
[452] twitter.com
[133] linkedin.com
[87] adweek.us
[31] google.com
[30] tweetedtimes.com
[27] webcasts.com
[20] youtube.com
[15] dy.si
[13] apple.news

Top Domains in Tweet in G1:
[1020] adweek.com
[107] twitter.com
[17] youtube.com
[8] webcasts.com
[7] genderavenger.com
[6] dy.si
[5] apple.com
[5] spotify.com
[3] fashionmonitor.com
[3] okt.to

Top Domains in Tweet in G2:
[1148] adweek.com
[105] twitter.com
[30] tweetedtimes.com
[24] linkedin.com
[18] google.com
[12] apple.news
[9] dy.si
[6] twinybots.ch
[5] techinvestornews.com
[5] ampproject.org

Top Domains in Tweet in G3:
[113] adweek.com
[52] twitter.com
[26] adweek.us
[6] google.com
[3] mountain.com
[1] lovetheworkmore.com
[1] atlasobscura.com
[1] linkedin.com
[1] bit.ly

Top Domains in Tweet in G4:
[71] adweek.com
[24] twitter.com
[4] okt.to
[2] substack.com
[1] co.uk
[1] webcasts.com
[1] genderavenger.com
[1] t.co
[1] youtube.com
[1] forbes.com

Top Domains in Tweet in G5:
[6] twitter.com
[3] adweek.com

Top Domains in Tweet in G6:
[92] adweek.com
[58] adweek.us
[18] twitter.com
[1] google.com
[1] mediagazer.com

Top Domains in Tweet in G7:
[94] adweek.com
[24] twitter.com
[1] fastadvertising.io
[1] fiverr.com
[1] engati.com
[1] google.com

Top Domains in Tweet in G8:
[27] adweek.com
[14] twitter.com
[1] ampproject.org
[1] catalina.com
[1] webcasts.com
[1] captifytechnologies.com
[1] taboola.com

Top Domains in Tweet in G9:
[27] adweek.com
[8] twitter.com
[4] pizzahutofpain.com
[4] change.org
[2] youtube.com

Top Domains in Tweet in G10:
[377] adweek.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[390] marketing
[336] adweeknextech
[332] socialmedia
[300] advertising
[206] influencermarketing
[142] analytics
[140] takebackyourlife
[132] googleads
[128] facebookads
[79] media



Top Hashtags in Tweet in G1:
[276] adweeknextech
[25] adweekchat
[20] adweek
[18] adweekspotlight
[15] marketing
[14] olympics
[14] unifiedcxm
[13] advertising
[12] best
[8] adweeknexttech

Top Hashtags in Tweet in G2:
[48] pacdigitalsigns
[32] marketing
[14] socialmedia
[11] marketingnews
[10] influencermarketing
[9] socialmediamarketing
[9] onerevamp
[8] tiktok
[8] branding
[8] advertising

Top Hashtags in Tweet in G3:
[48] adweekchat
[22] olympics
[11] tokyoolympics
[9] adweeknextech
[9] industrybaby
[4] smprofs
[4] connectedtv
[3] marketing
[2] smsports
[2] popchat

Top Hashtags in Tweet in G4:
[6] adweeknextech
[5] olympicfever
[5] voicecasting
[4] adweek
[4] alexamoreno
[4] toyotaglobal
[4] startyourimpossible
[3] tokyo2020
[3] letsbegiants
[3] dongdraper

Top Hashtags in Tweet in G5:
[1] madgradbrag
[1] mariahcarey
[1] outkast
[1] muhammadali

Top Hashtags in Tweet in G6:
[2] metoo
[1] notyourmascot
[1] twitter
[1] olympics
[1] virtual
[1] olympicsads
[1] olympics2021
[1] keepherplaying
[1] smsports
[1] sportstech

Top Hashtags in Tweet in G7:
[10] marketing
[7] ai
[6] deepfake
[6] pitfalls
[6] fintech
[4] marketingreinvented
[4] tiktok
[3] metaverse
[3] ecommerce
[2] brand

Top Hashtags in Tweet in G8:
[11] adweeknextech
[8] tech
[6] adweeknexttech
[4] adtech
[3] identity
[3] data
[2] thirdpartycookies
[2] digitalmarketing
[2] firstpartydata
[2] webinar

Top Hashtags in Tweet in G9:
[2] adweekchat
[2] notyum
[2] esports
[2] ps4
[2] ps5
[2] pc
[2] gaming
[1] restaurants
[1] fashion
[1] throwbackthursday

Top Hashtags in Tweet in G10:
[259] marketing
[240] advertising
[221] socialmedia
[190] influencermarketing
[3] ai
[3] ml
[3] dl
[1] metoo

Top Words
Top Words in Tweet in Entire Graph:
[2671] adweek
[572] more
[509] marketing
[418] ad
[418] campaign
[410] brand
[395] brands
[390] #marketing
[387] best
[335] #adweeknextech

Top Words in Tweet in G1:
[1080] adweek
[275] #adweeknextech
[247] more
[200] best
[188] data
[153] brand
[147] marketing
[144] brands
[128] ad
[122] first

Top Words in Tweet in G2:
[142] adweek
[99] more
[92] marketing
[84] ad
[78] brands
[72] facebook
[60] olympics
[55] media
[52] best
[51] see

Top Words in Tweet in G3:
[597] adweek
[112] juliangumbo
[65] griner
[49] jesszafarris
[48] #adweekchat
[45] twitter
[40] more
[39] ad
[36] olympics
[34] industry

Top Words in Tweet in G4:
[111] adweek
[33] wpp
[30] adage
[23] more
[21] ogilvy
[21] world
[21] jowallacetweets
[20] strategy
[19] data
[19] industry

Top Words in Tweet in G5:
[151] oshkoshbgosh
[149] campaign
[143] mariahtrends
[143] young
[143] icons
[142] miss
[142] monroe
[142] plays
[142] mariah
[142] honoring

Top Words in Tweet in G6:
[76] adweek
[34] news
[23] fox
[22] week
[19] notteham
[18] anchor
[17] washington
[16] morning
[15] palantehbomax
[14] tvnewser

Top Words in Tweet in G7:
[88] adweek
[32] oneminutebriefs
[26] advertising
[25] fast
[22] tobyd
[21] emmyliederman
[21] cathyhackl
[21] join
[18] brands
[17] themcinerney

Top Words in Tweet in G8:
[79] adweek
[47] best
[24] readers
[23] choice
[20] tech
[18] awards
[15] zoom
[14] join
[14] thetradedesk
[13] ceo

Top Words in Tweet in G9:
[66] adweek
[27] kairosmedia
[26] anime
[25] high
[25] octane
[23] tacobell's
[22] trailer
[19] animal
[19] tacobell
[19] fry

Top Words in Tweet in G10:
[259] #marketing
[240] #advertising
[221] #socialmedia
[190] #influencermarketing
[146] news
[142] newswire
[96] marshawright
[42] facebook
[36] twitter
[31] brands

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[147] #marketing,news
[143] #advertising,newswire
[142] miss,monroe
[142] monroe,plays
[142] plays,young
[142] young,mariah
[142] mariah,oshkoshbgosh
[142] oshkoshbgosh,campaign
[142] campaign,honoring
[142] honoring,icons

Top Word Pairs in Tweet in G1:
[70] adweek,readers
[69] best,tech
[65] readers,choice
[65] choice,best
[63] tech,partner
[62] party,data
[54] partner,awards
[51] first,party
[41] best,social
[38] promote,italian

Top Word Pairs in Tweet in G2:
[37] social,media
[31] see,more
[26] top,story
[17] linkedin,marketing
[17] marketing,labs
[17] labs,kicks
[17] kicks,free
[17] free,certification
[17] certification,program
[17] adweek,readers

Top Word Pairs in Tweet in G3:
[49] juliangumbo,adweek
[35] griner,adweek
[27] scuffle,nike
[21] adweek,juliangumbo
[21] adweek,jesszafarris
[20] industry,baby
[19] single,industry
[18] adweek,promoting
[18] promoting,single
[18] baby,dropping

Top Word Pairs in Tweet in G4:
[18] adweek,adage
[15] daily,mail
[13] against,daily
[11] adweek,wpp
[11] haven,already
[11] already,filed
[11] filed,complaint
[11] complaint,against
[11] mail,horrific
[11] horrific,coverage

Top Word Pairs in Tweet in G5:
[142] miss,monroe
[142] monroe,plays
[142] plays,young
[142] young,mariah
[142] mariah,oshkoshbgosh
[142] oshkoshbgosh,campaign
[142] campaign,honoring
[142] honoring,icons
[142] icons,mariahcarey
[142] mariahcarey,today

Top Word Pairs in Tweet in G6:
[13] fox,news
[12] exclusive,palantehbomax
[12] palantehbomax,kicking
[12] kicking,house
[12] house,bachata
[12] bachata,week
[12] week,long
[12] long,pop
[12] pop,york
[12] york,washington

Top Word Pairs in Tweet in G7:
[25] fast,advertising
[9] advertising,example
[8] hard,predict
[8] predict,content
[8] content,perform
[8] perform,well
[8] well,tiktok
[8] tiktok,source
[8] source,anxiety
[8] anxiety,brands

Top Word Pairs in Tweet in G8:
[21] choice,best
[19] adweek,readers
[17] readers,choice
[16] best,tech
[13] tech,partner
[13] partner,awards
[8] best,#tech
[7] thank,adweek
[6] side,platform
[6] re,excited

Top Word Pairs in Tweet in G9:
[25] high,octane
[24] octane,anime
[21] anime,trailer
[19] adweek,tacobell's
[19] tacobell's,high
[19] trailer,fry
[19] fry,force
[19] force,battles
[19] battles,army
[19] army,marauding

Top Word Pairs in Tweet in G10:
[144] #marketing,news
[142] #advertising,newswire
[108] #marketing,#socialmedia
[101] #socialmedia,#influencermarketing
[94] #socialmedia,#advertising
[89] #advertising,#influencermarketing
[51] marshawright,#marketing
[45] marshawright,#advertising
[18] social,media
[9] twitter,tests

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@juliangumbo
@griner
@jesszafarris
@kairosmedia
@roblox
@yesitsmeck
@thatchristinag
@aexm
@missb41062093

Top Replied-To in G1:
@adweek
@aexm
@juliangumbo
@gotheartandsoul
@larahbalazs
@sheerid
@nosenkoscott
@niftywhalenft
@willsilva05
@gogoguest

Top Replied-To in G3:
@adweek
@juliangumbo
@griner
@jesszafarris
@yesitsmeck
@thatchristinag
@hashtagheyalexa
@theadrianmolina
@kfreberg
@brianne2k

Top Replied-To in G4:
@adweek
@cindygallop
@mythos_media
@alanjope
@bu_noor89
@ld_birdywatcher
@combatasemitism
@adage
@rosieveggdn
@_shravanhegde

Top Replied-To in G6:
@notteham
@ericcsilverman
@adweek
@g_mirabelli
@davebautista
@kelseymsutton
@hbomax

Top Replied-To in G7:
@adweek
@cathyhackl
@emmyliederman
@grvityspace
@themcinerney
@oneminutebriefs
@joelmoney
@aryacampaigns
@narrative_io
@penvine

Top Replied-To in G8:
@adweek
@zoom
@thetradedesk
@markstenberg3

Top Replied-To in G9:
@kairosmedia
@adweek
@pizzahut

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@oshkoshbgosh
@mariahtrends
@mariahcarey
@marshawright
@juliangumbo
@griner
@twitter
@jesszafarris
@wpp

Top Mentioned in G1:
@adweek
@liveramp
@sprinklr
@acxiom
@criteo
@abenton
@emodoinc
@viacomcbs
@sharethrough
@readmark

Top Mentioned in G2:
@netpornlord
@cbdme6
@convergetoday
@elitebrandsco

Top Mentioned in G3:
@adweek
@juliangumbo
@griner
@jesszafarris
@lilnasx
@twitter
@crush
@thatchristinag
@twittermktg
@brianne2k

Top Mentioned in G4:
@adweek
@wpp
@adage
@readmark
@jowallacetweets
@rosieveggdn
@cindygallop
@campaignmag
@zoescaman
@twitter

Top Mentioned in G5:
@oshkoshbgosh
@mariahtrends
@mariahcarey
@majorityagency
@adweek
@jeffmjenkins
@stephpaterik
@prettybirdpic
@omidfarhang
@accessmimi

Top Mentioned in G6:
@adweek
@notteham
@palantehbomax
@tvnewser
@jfkeeler
@vikingcruises
@avalonwaterways
@american_cruise
@tvspynews
@kelseymsutton

Top Mentioned in G7:
@adweek
@oneminutebriefs
@tobyd
@emmyliederman
@cathyhackl
@themcinerney
@ericfrodgers
@abinbev
@theestallion
@revlon

Top Mentioned in G8:
@adweek
@thetradedesk
@ronan_shields
@aripap
@interpublicipg
@criteo
@zoom
@facebook
@kinesso
@captify

Top Mentioned in G9:
@adweek
@tacobell
@pizzahut
@pizzahutgaming
@yumbrands
@tacobellnews
@beyondmeat
@tlstanleyla
@bbc
@adobemarketo

Top Mentioned in G10:
@marshawright
@jamesbullock81
@adweek
@greggthorpe
@ainewsfeed

Top Tweeters
Top Tweeters in Entire Graph:
@downloaderbot
@marshawright
@robinsnewswire
@chidambara09
@piyuanker12
@lt38
@delta
@bitcoinagile
@teshawnedmonds
@evankirstel

Top Tweeters in G1:
@avosfrommexico
@kimvie
@nerdy_ian
@88seattle61
@ami_tvdfan
@ml_tweet_bot
@researchmrx
@jimmyroybloom
@ricardocipago
@trippbraden

Top Tweeters in G2:
@robinsnewswire
@bitcoinagile
@newsfilterio
@flashalert_me
@jchapman1729
@jimw_in_nm
@pekkalooking
@iggy
@webnowcompany
@feed_stocks

Top Tweeters in G3:
@delta
@gojira007x
@mcdonalds
@applebees
@artificialbra1n
@ansisegle
@gigawattconduit
@discord
@dpesho
@chasencashe

Top Tweeters in G4:
@lt38
@businessinsider
@mailonline
@tinu
@variety
@cindygallop
@savtah8
@fastcompany
@dailymail
@thedrum

Top Tweeters in G5:
@anasofakingcoo
@nolaboy96
@sbadzmd
@sandraclunie
@bwrymllw
@wondermeggie
@bebe_leoxo
@lyricstooheavy
@bergman_esque
@carlosmenac

Top Tweeters in G6:
@teshawnedmonds
@1loriking
@bellesapepper37
@phendricks71
@margaritateresa
@costanzo740
@dcabloob
@mediaredef
@ceejayt07381069
@roybelly

Top Tweeters in G7:
@sudeepkhatri
@cerealsmiamiam
@tucsonrosie2001
@delunavintage
@oneminutebriefs
@spirosmargaris
@john_westra
@stockx
@zedtrafficker
@lynnemwhite1

Top Tweeters in G8:
@ophirgottlieb
@carlarjenkins
@iamnchakalih
@keithkeller
@kaganj
@target
@thomasav
@fowwow
@bighousecasting
@taurean04

Top Tweeters in G9:
@tacobell
@miracle_spirit_
@pizzahut
@dnk900
@rtitbot
@narushima_cgfan
@chipsandgist
@chismisreyna
@gabrielmacedo
@imgonnagetrekt

Top Tweeters in G10:
@marshawright
@linda_u_w_a
@mile_by_mile
@jgmacleodauthor
@ericwilderok
@onomsalam2pas
@ankoku7
@preciso_com
@yuliyainopinapr
@mialis79


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